Overview
Brought to you by YData
Dataset statistics
| Number of variables | 45 |
|---|---|
| Number of observations | 240000 |
| Missing cells | 8890408 |
| Missing cells (%) | 82.3% |
| Duplicate rows | 612 |
| Duplicate rows (%) | 0.3% |
| Total size in memory | 92.3 MiB |
| Average record size in memory | 403.2 B |
Variable types
| DateTime | 1 |
|---|---|
| Text | 2 |
| Categorical | 22 |
| Numeric | 12 |
| Unsupported | 8 |
placement_support_banner_tab_clicked has constant value "1.0" | Constant |
programme_curriculum has constant value "1.0" | Constant |
programme_faculty has constant value "1.0" | Constant |
request_callback_on_instant_customer_support_cta_clicked has constant value "1.0" | Constant |
| Dataset has 612 (0.3%) duplicate rows | Duplicates |
app_complete_flag is highly overall correlated with call_us_button_clicked and 3 other fields | High correlation |
call_us_button_clicked is highly overall correlated with app_complete_flag and 7 other fields | High correlation |
career_assistance is highly overall correlated with app_complete_flag and 12 other fields | High correlation |
career_impact is highly overall correlated with career_assistance and 8 other fields | High correlation |
careers is highly overall correlated with career_assistance and 3 other fields | High correlation |
companies is highly overall correlated with app_complete_flag and 15 other fields | High correlation |
download_button_clicked is highly overall correlated with call_us_button_clicked and 12 other fields | High correlation |
emi_partner_click is highly overall correlated with call_us_button_clicked and 14 other fields | High correlation |
emi_plans_clicked is highly overall correlated with career_assistance and 12 other fields | High correlation |
fee_component_click is highly overall correlated with download_button_clicked and 6 other fields | High correlation |
first_platform_c is highly overall correlated with call_us_button_clicked and 3 other fields | High correlation |
first_utm_medium_c is highly overall correlated with call_us_button_clicked and 5 other fields | High correlation |
hiring_partners is highly overall correlated with career_assistance and 5 other fields | High correlation |
live_chat_button_clicked is highly overall correlated with referred_lead and 4 other fields | High correlation |
placement_support is highly overall correlated with download_button_clicked and 6 other fields | High correlation |
referred_lead is highly overall correlated with call_us_button_clicked and 10 other fields | High correlation |
shorts_entry_click is highly overall correlated with emi_partner_click and 1 other fields | High correlation |
social_referral_click is highly overall correlated with first_utm_medium_c and 1 other fields | High correlation |
specialisation_tab_clicked is highly overall correlated with career_assistance and 9 other fields | High correlation |
specializations is highly overall correlated with app_complete_flag and 9 other fields | High correlation |
specilization_click is highly overall correlated with download_button_clicked and 5 other fields | High correlation |
syllabus is highly overall correlated with career_assistance and 4 other fields | High correlation |
syllabus_expand is highly overall correlated with call_us_button_clicked and 13 other fields | High correlation |
syllabus_submodule_expand is highly overall correlated with career_assistance and 11 other fields | High correlation |
tab_career_assistance is highly overall correlated with career_assistance and 9 other fields | High correlation |
tab_job_opportunities is highly overall correlated with career_assistance and 10 other fields | High correlation |
tab_student_support is highly overall correlated with career_assistance and 6 other fields | High correlation |
total_leads_droppped is highly overall correlated with call_us_button_clicked and 10 other fields | High correlation |
view_programs_page is highly overall correlated with emi_partner_click and 3 other fields | High correlation |
whatsapp_chat_click is highly overall correlated with download_button_clicked and 10 other fields | High correlation |
referred_lead is highly imbalanced (79.4%) | Imbalance |
city_mapped has 9403 (3.9%) missing values | Missing |
1_on_1_industry_mentorship has 240000 (100.0%) missing values | Missing |
call_us_button_clicked has 239998 (> 99.9%) missing values | Missing |
career_assistance has 239996 (> 99.9%) missing values | Missing |
career_coach has 240000 (100.0%) missing values | Missing |
career_impact has 239995 (> 99.9%) missing values | Missing |
careers has 239980 (> 99.9%) missing values | Missing |
chat_clicked has 240000 (100.0%) missing values | Missing |
companies has 239998 (> 99.9%) missing values | Missing |
download_button_clicked has 239893 (> 99.9%) missing values | Missing |
download_syllabus has 240000 (100.0%) missing values | Missing |
emi_partner_click has 239921 (> 99.9%) missing values | Missing |
emi_plans_clicked has 239939 (> 99.9%) missing values | Missing |
fee_component_click has 239995 (> 99.9%) missing values | Missing |
hiring_partners has 239991 (> 99.9%) missing values | Missing |
homepage_upgrad_support_number_clicked has 240000 (100.0%) missing values | Missing |
industry_projects_case_studies has 240000 (100.0%) missing values | Missing |
live_chat_button_clicked has 239982 (> 99.9%) missing values | Missing |
payment_amount_toggle_mover has 240000 (100.0%) missing values | Missing |
placement_support has 239997 (> 99.9%) missing values | Missing |
placement_support_banner_tab_clicked has 239999 (> 99.9%) missing values | Missing |
program_structure has 240000 (100.0%) missing values | Missing |
programme_curriculum has 239999 (> 99.9%) missing values | Missing |
programme_faculty has 239999 (> 99.9%) missing values | Missing |
request_callback_on_instant_customer_support_cta_clicked has 239998 (> 99.9%) missing values | Missing |
shorts_entry_click has 239987 (> 99.9%) missing values | Missing |
social_referral_click has 239995 (> 99.9%) missing values | Missing |
specialisation_tab_clicked has 239956 (> 99.9%) missing values | Missing |
specializations has 239996 (> 99.9%) missing values | Missing |
specilization_click has 239993 (> 99.9%) missing values | Missing |
syllabus has 239971 (> 99.9%) missing values | Missing |
syllabus_expand has 239906 (> 99.9%) missing values | Missing |
syllabus_submodule_expand has 239958 (> 99.9%) missing values | Missing |
tab_career_assistance has 239975 (> 99.9%) missing values | Missing |
tab_job_opportunities has 239981 (> 99.9%) missing values | Missing |
tab_student_support has 239992 (> 99.9%) missing values | Missing |
view_programs_page has 239988 (> 99.9%) missing values | Missing |
whatsapp_chat_click has 239975 (> 99.9%) missing values | Missing |
call_us_button_clicked is uniformly distributed | Uniform |
companies is uniformly distributed | Uniform |
app_complete_flag is uniformly distributed | Uniform |
1_on_1_industry_mentorship is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
career_coach is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
chat_clicked is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
download_syllabus is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
homepage_upgrad_support_number_clicked is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
industry_projects_case_studies is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
payment_amount_toggle_mover is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
program_structure is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2025-04-24 03:59:41.892889 |
|---|---|
| Analysis finished | 2025-04-24 03:59:53.899589 |
| Duration | 12.01 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
created_date
Date
| Distinct | 234753 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.7 MiB |
| Minimum | 2021-07-01 00:08:15 |
|---|---|
| Maximum | 2022-02-14 08:45:40 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
city_mapped
Text
Missing
| Distinct | 4597 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 9403 |
| Missing (%) | 3.9% |
| Memory size | 11.7 MiB |
Length
| Max length | 61 |
|---|---|
| Median length | 47 |
| Mean length | 6.734281 |
| Min length | 1 |
Unique
| Unique | 2427 ? |
|---|---|
| Unique (%) | 1.1% |
Sample
| 1st row | mumbai |
|---|---|
| 2nd row | ncr |
| 3rd row | meerut |
| 4th row | ncr |
| 5th row | ahmedabad |
| Value | Count | Frequency (%) |
| ncr | 35265 | 15.0% |
| mumbai | 22193 | 9.4% |
| bengaluru | 19531 | 8.3% |
| hyderabad | 14376 | 6.1% |
| pune | 14021 | 6.0% |
| chennai | 10121 | 4.3% |
| kolkata | 8349 | 3.6% |
| lucknow | 7073 | 3.0% |
| ahmedabad | 6101 | 2.6% |
| jaipur | 4645 | 2.0% |
| Other values (4688) | 93479 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 260306 | |
| n | 143332 | 9.2% |
| r | 140618 | 9.1% |
| u | 127886 | 8.2% |
| e | 89195 | 5.7% |
| b | 83535 | 5.4% |
| i | 81499 | 5.2% |
| d | 73791 | 4.8% |
| m | 72086 | 4.6% |
| h | 71745 | 4.6% |
| Other values (17) | 408912 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1548348 | |
| Space Separator | 4557 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 260306 | |
| n | 143332 | 9.3% |
| r | 140618 | 9.1% |
| u | 127886 | 8.3% |
| e | 89195 | 5.8% |
| b | 83535 | 5.4% |
| i | 81499 | 5.3% |
| d | 73791 | 4.8% |
| m | 72086 | 4.7% |
| h | 71745 | 4.6% |
| Other values (16) | 404355 |
Space Separator
| Value | Count | Frequency (%) |
| 4557 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1548348 | |
| Common | 4557 | 0.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 260306 | |
| n | 143332 | 9.3% |
| r | 140618 | 9.1% |
| u | 127886 | 8.3% |
| e | 89195 | 5.8% |
| b | 83535 | 5.4% |
| i | 81499 | 5.3% |
| d | 73791 | 4.8% |
| m | 72086 | 4.7% |
| h | 71745 | 4.6% |
| Other values (16) | 404355 |
Common
| Value | Count | Frequency (%) |
| 4557 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1552905 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 260306 | |
| n | 143332 | 9.2% |
| r | 140618 | 9.1% |
| u | 127886 | 8.2% |
| e | 89195 | 5.7% |
| b | 83535 | 5.4% |
| i | 81499 | 5.2% |
| d | 73791 | 4.8% |
| m | 72086 | 4.6% |
| h | 71745 | 4.6% |
| Other values (17) | 408912 |
first_platform_c
Categorical
High correlation
| Distinct | 49 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.7 MiB |
| Level0 | |
|---|---|
| Level3 | |
| Level7 | |
| Level1 | |
| Level2 | |
| Other values (44) |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.063625 |
| Min length | 6 |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Level0 |
|---|---|
| 2nd row | Level1 |
| 3rd row | Level0 |
| 4th row | Level1 |
| 5th row | Level2 |
Common Values
| Value | Count | Frequency (%) |
| Level0 | 84532 | |
| Level3 | 41028 | |
| Level7 | 38267 | |
| Level1 | 20832 | 8.7% |
| Level2 | 13284 | 5.5% |
| Level8 | 10838 | 4.5% |
| Level5 | 9768 | 4.1% |
| Level4 | 5514 | 2.3% |
| Level16 | 3790 | 1.6% |
| Level10 | 3288 | 1.4% |
| Other values (39) | 8859 | 3.7% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| level0 | 84532 | |
| level3 | 41028 | |
| level7 | 38267 | |
| level1 | 20832 | 8.7% |
| level2 | 13284 | 5.5% |
| level8 | 10838 | 4.5% |
| level5 | 9768 | 4.1% |
| level4 | 5514 | 2.3% |
| level16 | 3790 | 1.6% |
| level10 | 3288 | 1.4% |
| Other values (39) | 8859 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 480000 | |
| L | 240000 | |
| v | 240000 | |
| l | 240000 | |
| 0 | 87917 | 6.0% |
| 3 | 41784 | 2.9% |
| 7 | 38362 | 2.6% |
| 1 | 36380 | 2.5% |
| 2 | 16844 | 1.2% |
| 8 | 12972 | 0.9% |
| Other values (4) | 21011 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 960000 | |
| Decimal Number | 255270 | 17.5% |
| Uppercase Letter | 240000 | 16.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 87917 | |
| 3 | 41784 | |
| 7 | 38362 | |
| 1 | 36380 | |
| 2 | 16844 | 6.6% |
| 8 | 12972 | 5.1% |
| 5 | 9891 | 3.9% |
| 4 | 6309 | 2.5% |
| 6 | 4526 | 1.8% |
| 9 | 285 | 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 480000 | |
| v | 240000 | |
| l | 240000 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 240000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1200000 | |
| Common | 255270 | 17.5% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 87917 | |
| 3 | 41784 | |
| 7 | 38362 | |
| 1 | 36380 | |
| 2 | 16844 | 6.6% |
| 8 | 12972 | 5.1% |
| 5 | 9891 | 3.9% |
| 4 | 6309 | 2.5% |
| 6 | 4526 | 1.8% |
| 9 | 285 | 0.1% |
Latin
| Value | Count | Frequency (%) |
| e | 480000 | |
| L | 240000 | |
| v | 240000 | |
| l | 240000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1455270 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 480000 | |
| L | 240000 | |
| v | 240000 | |
| l | 240000 | |
| 0 | 87917 | 6.0% |
| 3 | 41784 | 2.9% |
| 7 | 38362 | 2.6% |
| 1 | 36380 | 2.5% |
| 2 | 16844 | 1.2% |
| 8 | 12972 | 0.9% |
| Other values (4) | 21011 | 1.4% |
first_utm_medium_c
Categorical
High correlation
| Distinct | 45 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.7 MiB |
| Level0 | |
|---|---|
| Level2 | |
| Level6 | |
| Level3 | |
| Level4 | |
| Other values (40) |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.2573958 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Level0 |
|---|---|
| 2nd row | Level1 |
| 3rd row | Level2 |
| 4th row | Level3 |
| 5th row | Level2 |
Common Values
| Value | Count | Frequency (%) |
| Level0 | 54338 | |
| Level2 | 27029 | |
| Level6 | 23912 | |
| Level3 | 20009 | 8.3% |
| Level4 | 18509 | 7.7% |
| Level9 | 15595 | 6.5% |
| Level11 | 9628 | 4.0% |
| Level5 | 9097 | 3.8% |
| Level8 | 7381 | 3.1% |
| Level20 | 4187 | 1.7% |
| Other values (35) | 50315 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| level0 | 54338 | |
| level2 | 27029 | |
| level6 | 23912 | |
| level3 | 20009 | 8.3% |
| level4 | 18509 | 7.7% |
| level9 | 15595 | 6.5% |
| level11 | 9628 | 4.0% |
| level5 | 9097 | 3.8% |
| level8 | 7381 | 3.1% |
| level20 | 4187 | 1.7% |
| Other values (35) | 50315 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 480000 | |
| L | 240000 | |
| v | 240000 | |
| l | 240000 | |
| 0 | 66127 | 4.4% |
| 3 | 45361 | 3.0% |
| 2 | 43948 | 2.9% |
| 1 | 42378 | 2.8% |
| 6 | 31235 | 2.1% |
| 4 | 26575 | 1.8% |
| Other values (4) | 46151 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 960000 | |
| Decimal Number | 301775 | 20.1% |
| Uppercase Letter | 240000 | 16.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 66127 | |
| 3 | 45361 | |
| 2 | 43948 | |
| 1 | 42378 | |
| 6 | 31235 | |
| 4 | 26575 | |
| 9 | 19569 | 6.5% |
| 5 | 14132 | 4.7% |
| 8 | 9223 | 3.1% |
| 7 | 3227 | 1.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 480000 | |
| v | 240000 | |
| l | 240000 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 240000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1200000 | |
| Common | 301775 | 20.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 66127 | |
| 3 | 45361 | |
| 2 | 43948 | |
| 1 | 42378 | |
| 6 | 31235 | |
| 4 | 26575 | |
| 9 | 19569 | 6.5% |
| 5 | 14132 | 4.7% |
| 8 | 9223 | 3.1% |
| 7 | 3227 | 1.1% |
Latin
| Value | Count | Frequency (%) |
| e | 480000 | |
| L | 240000 | |
| v | 240000 | |
| l | 240000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1501775 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 480000 | |
| L | 240000 | |
| v | 240000 | |
| l | 240000 | |
| 0 | 66127 | 4.4% |
| 3 | 45361 | 3.0% |
| 2 | 43948 | 2.9% |
| 1 | 42378 | 2.8% |
| 6 | 31235 | 2.1% |
| 4 | 26575 | 1.8% |
| Other values (4) | 46151 | 3.1% |
| Distinct | 142 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.7 MiB |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.1574625 |
| Min length | 6 |
Unique
| Unique | 33 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Level0 |
|---|---|
| 2nd row | Level1 |
| 3rd row | Level2 |
| 4th row | Level3 |
| 5th row | Level2 |
| Value | Count | Frequency (%) |
| level2 | 83146 | |
| level0 | 56709 | |
| level7 | 18719 | 7.8% |
| level4 | 16133 | 6.7% |
| level6 | 15728 | 6.6% |
| level16 | 11081 | 4.6% |
| level5 | 5517 | 2.3% |
| level14 | 4856 | 2.0% |
| level11 | 4415 | 1.8% |
| level12 | 4154 | 1.7% |
| Other values (132) | 19542 | 8.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 480000 | |
| L | 240000 | |
| v | 240000 | |
| l | 240000 | |
| 2 | 94419 | 6.4% |
| 0 | 57225 | 3.9% |
| 1 | 37251 | 2.5% |
| 6 | 27517 | 1.9% |
| 4 | 21857 | 1.5% |
| 7 | 19210 | 1.3% |
| Other values (4) | 20312 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 960000 | |
| Decimal Number | 277791 | 18.8% |
| Uppercase Letter | 240000 | 16.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 94419 | |
| 0 | 57225 | |
| 1 | 37251 | 13.4% |
| 6 | 27517 | 9.9% |
| 4 | 21857 | 7.9% |
| 7 | 19210 | 6.9% |
| 5 | 8368 | 3.0% |
| 9 | 4702 | 1.7% |
| 3 | 4025 | 1.4% |
| 8 | 3217 | 1.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 480000 | |
| v | 240000 | |
| l | 240000 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 240000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1200000 | |
| Common | 277791 | 18.8% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 94419 | |
| 0 | 57225 | |
| 1 | 37251 | 13.4% |
| 6 | 27517 | 9.9% |
| 4 | 21857 | 7.9% |
| 7 | 19210 | 6.9% |
| 5 | 8368 | 3.0% |
| 9 | 4702 | 1.7% |
| 3 | 4025 | 1.4% |
| 8 | 3217 | 1.2% |
Latin
| Value | Count | Frequency (%) |
| e | 480000 | |
| L | 240000 | |
| v | 240000 | |
| l | 240000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1477791 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 480000 | |
| L | 240000 | |
| v | 240000 | |
| l | 240000 | |
| 2 | 94419 | 6.4% |
| 0 | 57225 | 3.9% |
| 1 | 37251 | 2.5% |
| 6 | 27517 | 1.9% |
| 4 | 21857 | 1.5% |
| 7 | 19210 | 1.3% |
| Other values (4) | 20312 | 1.4% |
total_leads_droppped
Real number (ℝ)
High correlation
| Distinct | 57 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 826 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6508107 |
| Minimum | 1 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 89 |
| Range | 88 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.3652276 |
|---|---|
| Coefficient of variation (CV) | 0.82700435 |
| Kurtosis | 406.08234 |
| Mean | 1.6508107 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.563592 |
| Sum | 394831 |
| Variance | 1.8638465 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 145967 | |
| 2 | 60640 | |
| 3 | 19854 | 8.3% |
| 4 | 6881 | 2.9% |
| 5 | 2817 | 1.2% |
| 6 | 1267 | 0.5% |
| 7 | 631 | 0.3% |
| 8 | 361 | 0.2% |
| 9 | 203 | 0.1% |
| 10 | 120 | 0.1% |
| Other values (47) | 433 | 0.2% |
| (Missing) | 826 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 145967 | |
| 2 | 60640 | |
| 3 | 19854 | 8.3% |
| 4 | 6881 | 2.9% |
| 5 | 2817 | 1.2% |
| 6 | 1267 | 0.5% |
| 7 | 631 | 0.3% |
| 8 | 361 | 0.2% |
| 9 | 203 | 0.1% |
| 10 | 120 | 0.1% |
| Value | Count | Frequency (%) |
| 89 | 2 | |
| 71 | 1 | |
| 60 | 1 | |
| 58 | 1 | |
| 54 | 1 | |
| 53 | 1 | |
| 52 | 2 | |
| 51 | 2 | |
| 50 | 2 | |
| 48 | 2 |
referred_lead
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 826 |
| Missing (%) | 0.3% |
| Memory size | 11.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | 7744 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 231430 | |
| 1.0 | 7744 | 3.2% |
| (Missing) | 826 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 231430 | |
| 1.0 | 7744 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 470604 | |
| . | 239174 | |
| 1 | 7744 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 478348 | |
| Other Punctuation | 239174 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 470604 | |
| 1 | 7744 | 1.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 239174 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 717522 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 470604 | |
| . | 239174 | |
| 1 | 7744 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 717522 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 470604 | |
| . | 239174 | |
| 1 | 7744 | 1.1% |
1_on_1_industry_mentorship
Unsupported
Missing Rejected Unsupported
| Missing | 240000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 11.7 MiB |
call_us_button_clicked
Categorical
High correlation Missing Uniform
| Distinct | 2 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 239998 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 2.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 1 | < 0.1% |
| 1.0 | 1 | < 0.1% |
| (Missing) | 239998 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 1 | |
| 1.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 2 | |
| 0 | 2 | |
| 2 | 1 | |
| 1 | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4 | |
| Other Punctuation | 2 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 2 | 1 | |
| 1 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 2 | |
| 0 | 2 | |
| 2 | 1 | |
| 1 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 2 | |
| 0 | 2 | |
| 2 | 1 | |
| 1 | 1 |
career_assistance
Categorical
High correlation Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 239996 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 50.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2 | < 0.1% |
| 2.0 | 1 | < 0.1% |
| 3.0 | 1 | < 0.1% |
| (Missing) | 239996 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2 | |
| 2.0 | 1 | |
| 3.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 2 | |
| 2 | 1 | 8.3% |
| 3 | 1 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8 | |
| Other Punctuation | 4 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1 | 2 | |
| 2 | 1 | 12.5% |
| 3 | 1 | 12.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 2 | |
| 2 | 1 | 8.3% |
| 3 | 1 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 2 | |
| 2 | 1 | 8.3% |
| 3 | 1 | 8.3% |
career_coach
Unsupported
Missing Rejected Unsupported
| Missing | 240000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 11.7 MiB |
career_impact
Categorical
High correlation Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 239995 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 | |
|---|---|
| 3.0 | |
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 20.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 3.0 |
| 4th row | 2.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2 | < 0.1% |
| 3.0 | 2 | < 0.1% |
| 2.0 | 1 | < 0.1% |
| (Missing) | 239995 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2 | |
| 3.0 | 2 | |
| 2.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 5 | |
| 0 | 5 | |
| 1 | 2 | 13.3% |
| 3 | 2 | 13.3% |
| 2 | 1 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10 | |
| Other Punctuation | 5 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 2 | 20.0% |
| 3 | 2 | 20.0% |
| 2 | 1 | 10.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 15 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 5 | |
| 0 | 5 | |
| 1 | 2 | 13.3% |
| 3 | 2 | 13.3% |
| 2 | 1 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 5 | |
| 0 | 5 | |
| 1 | 2 | 13.3% |
| 3 | 2 | 13.3% |
| 2 | 1 | 6.7% |
careers
Real number (ℝ)
High correlation Missing
| Distinct | 8 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 239980 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4 |
| Minimum | 1 |
|---|---|
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3.25 |
| 95-th percentile | 11.9 |
| Maximum | 29 |
| Range | 28 |
| Interquartile range (IQR) | 2.25 |
Descriptive statistics
| Standard deviation | 6.4969629 |
|---|---|
| Coefficient of variation (CV) | 1.6242407 |
| Kurtosis | 12.454078 |
| Mean | 4 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.371356 |
| Sum | 80 |
| Variance | 42.210526 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 9 | < 0.1% |
| 2 | 5 | < 0.1% |
| 3 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| (Missing) | 239980 |
| Value | Count | Frequency (%) |
| 1 | 9 | |
| 2 | 5 | |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 29 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 2 | 5 | |
| 1 | 9 |
chat_clicked
Unsupported
Missing Rejected Unsupported
| Missing | 240000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 11.7 MiB |
companies
Categorical
High correlation Missing Uniform
| Distinct | 2 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 239998 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 | |
|---|---|
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1 | < 0.1% |
| 2.0 | 1 | < 0.1% |
| (Missing) | 239998 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1 | |
| 2.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 2 | |
| 0 | 2 | |
| 1 | 1 | |
| 2 | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4 | |
| Other Punctuation | 2 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 1 | |
| 2 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 2 | |
| 0 | 2 | |
| 1 | 1 | |
| 2 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 2 | |
| 0 | 2 | |
| 1 | 1 | |
| 2 | 1 |
download_button_clicked
Real number (ℝ)
High correlation Missing
| Distinct | 31 |
|---|---|
| Distinct (%) | 29.0% |
| Missing | 239893 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.551402 |
| Minimum | 1 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 7.5 |
| 95-th percentile | 46.8 |
| Maximum | 98 |
| Range | 97 |
| Interquartile range (IQR) | 6.5 |
Descriptive statistics
| Standard deviation | 18.655888 |
|---|---|
| Coefficient of variation (CV) | 1.7680956 |
| Kurtosis | 9.0514248 |
| Mean | 10.551402 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.8735503 |
| Sum | 1129 |
| Variance | 348.04214 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 1 | 31 | < 0.1% |
| 2 | 22 | < 0.1% |
| 3 | 10 | < 0.1% |
| 4 | 8 | < 0.1% |
| 7 | 3 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 3 | < 0.1% |
| 8 | 2 | < 0.1% |
| 36 | 2 | < 0.1% |
| 57 | 2 | < 0.1% |
| Other values (21) | 21 | < 0.1% |
| (Missing) | 239893 |
| Value | Count | Frequency (%) |
| 1 | 31 | |
| 2 | 22 | |
| 3 | 10 | < 0.1% |
| 4 | 8 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 98 | 1 | |
| 97 | 1 | |
| 75 | 1 | |
| 57 | 2 | |
| 48 | 1 | |
| 44 | 1 | |
| 40 | 1 | |
| 36 | 2 | |
| 34 | 1 | |
| 33 | 1 |
download_syllabus
Unsupported
Missing Rejected Unsupported
| Missing | 240000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 11.7 MiB |
emi_partner_click
Real number (ℝ)
High correlation Missing
| Distinct | 39 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 239921 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.860759 |
| Minimum | 1 |
|---|---|
| Maximum | 319 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.9 |
| Q1 | 4 |
| median | 9 |
| Q3 | 27 |
| 95-th percentile | 122.1 |
| Maximum | 319 |
| Range | 318 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 48.498145 |
|---|---|
| Coefficient of variation (CV) | 1.7407331 |
| Kurtosis | 16.75135 |
| Mean | 27.860759 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 3.5880217 |
| Sum | 2201 |
| Variance | 2352.0701 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 2 | 9 | < 0.1% |
| 6 | 7 | < 0.1% |
| 5 | 5 | < 0.1% |
| 4 | 5 | < 0.1% |
| 11 | 5 | < 0.1% |
| 8 | 4 | < 0.1% |
| 1 | 4 | < 0.1% |
| 3 | 3 | < 0.1% |
| 13 | 3 | < 0.1% |
| 17 | 2 | < 0.1% |
| Other values (29) | 32 | < 0.1% |
| (Missing) | 239921 |
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 2 | 9 | |
| 3 | 3 | < 0.1% |
| 4 | 5 | |
| 5 | 5 | |
| 6 | 7 | |
| 7 | 2 | < 0.1% |
| 8 | 4 | |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 319 | 1 | |
| 164 | 1 | |
| 133 | 1 | |
| 123 | 1 | |
| 122 | 1 | |
| 108 | 1 | |
| 104 | 1 | |
| 97 | 1 | |
| 83 | 1 | |
| 74 | 1 |
emi_plans_clicked
Real number (ℝ)
High correlation Missing
| Distinct | 34 |
|---|---|
| Distinct (%) | 55.7% |
| Missing | 239939 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.721311 |
| Minimum | 1 |
|---|---|
| Maximum | 246 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 10 |
| Q3 | 66 |
| 95-th percentile | 204 |
| Maximum | 246 |
| Range | 245 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 63.348805 |
|---|---|
| Coefficient of variation (CV) | 1.4828385 |
| Kurtosis | 3.2181073 |
| Mean | 42.721311 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 1.9348378 |
| Sum | 2606 |
| Variance | 4013.071 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 1 | 11 | < 0.1% |
| 2 | 7 | < 0.1% |
| 3 | 4 | < 0.1% |
| 5 | 4 | < 0.1% |
| 52 | 2 | < 0.1% |
| 66 | 2 | < 0.1% |
| 25 | 2 | < 0.1% |
| 21 | 2 | < 0.1% |
| 10 | 2 | < 0.1% |
| 71 | 1 | < 0.1% |
| Other values (24) | 24 | < 0.1% |
| (Missing) | 239939 |
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 2 | 7 | |
| 3 | 4 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 246 | 1 | |
| 240 | 1 | |
| 232 | 1 | |
| 204 | 1 | |
| 152 | 1 | |
| 133 | 1 | |
| 124 | 1 | |
| 110 | 1 | |
| 107 | 1 | |
| 100 | 1 |
fee_component_click
Categorical
High correlation Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 239995 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 | |
|---|---|
| 10.0 | |
| 2.0 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.2 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 40.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 10.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 3 | < 0.1% |
| 10.0 | 1 | < 0.1% |
| 2.0 | 1 | < 0.1% |
| (Missing) | 239995 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 3 | |
| 10.0 | 1 | 20.0% |
| 2.0 | 1 | 20.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6 | |
| . | 5 | |
| 1 | 4 | |
| 2 | 1 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11 | |
| Other Punctuation | 5 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 1 | 4 | |
| 2 | 1 | 9.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 16 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6 | |
| . | 5 | |
| 1 | 4 | |
| 2 | 1 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6 | |
| . | 5 | |
| 1 | 4 | |
| 2 | 1 | 6.2% |
hiring_partners
Categorical
High correlation Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 239991 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 | |
|---|---|
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 2.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 5 | < 0.1% |
| 2.0 | 4 | < 0.1% |
| (Missing) | 239991 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 5 | |
| 2.0 | 4 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 9 | |
| 0 | 9 | |
| 1 | 5 | |
| 2 | 4 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18 | |
| Other Punctuation | 9 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 5 | |
| 2 | 4 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 27 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 9 | |
| 0 | 9 | |
| 1 | 5 | |
| 2 | 4 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 9 | |
| 0 | 9 | |
| 1 | 5 | |
| 2 | 4 |
homepage_upgrad_support_number_clicked
Unsupported
Missing Rejected Unsupported
| Missing | 240000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 11.7 MiB |
industry_projects_case_studies
Unsupported
Missing Rejected Unsupported
| Missing | 240000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 11.7 MiB |
live_chat_button_clicked
Categorical
High correlation Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 239982 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | |
| 4.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 4.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 10 | < 0.1% |
| 2.0 | 3 | < 0.1% |
| 3.0 | 3 | < 0.1% |
| 4.0 | 2 | < 0.1% |
| (Missing) | 239982 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 10 | |
| 2.0 | 3 | 16.7% |
| 3.0 | 3 | 16.7% |
| 4.0 | 2 | 11.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 18 | |
| 0 | 18 | |
| 1 | 10 | |
| 2 | 3 | 5.6% |
| 3 | 3 | 5.6% |
| 4 | 2 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 36 | |
| Other Punctuation | 18 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 1 | 10 | |
| 2 | 3 | 8.3% |
| 3 | 3 | 8.3% |
| 4 | 2 | 5.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 18 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 54 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 18 | |
| 0 | 18 | |
| 1 | 10 | |
| 2 | 3 | 5.6% |
| 3 | 3 | 5.6% |
| 4 | 2 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 54 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 18 | |
| 0 | 18 | |
| 1 | 10 | |
| 2 | 3 | 5.6% |
| 3 | 3 | 5.6% |
| 4 | 2 | 3.7% |
payment_amount_toggle_mover
Unsupported
Missing Rejected Unsupported
| Missing | 240000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 11.7 MiB |
placement_support
Categorical
High correlation Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 239997 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 | |
|---|---|
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 33.3% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2 | < 0.1% |
| 2.0 | 1 | < 0.1% |
| (Missing) | 239997 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2 | |
| 2.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 3 | |
| 0 | 3 | |
| 1 | 2 | |
| 2 | 1 | 11.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6 | |
| Other Punctuation | 3 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 1 | 2 | |
| 2 | 1 | 16.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 3 | |
| 0 | 3 | |
| 1 | 2 | |
| 2 | 1 | 11.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 3 | |
| 0 | 3 | |
| 1 | 2 | |
| 2 | 1 | 11.1% |
placement_support_banner_tab_clicked
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 239999 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1.0 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1 | < 0.1% |
| (Missing) | 239999 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2 | |
| Other Punctuation | 1 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
program_structure
Unsupported
Missing Rejected Unsupported
| Missing | 240000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 11.7 MiB |
programme_curriculum
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 239999 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1.0 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1 | < 0.1% |
| (Missing) | 239999 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2 | |
| Other Punctuation | 1 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
programme_faculty
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 239999 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1.0 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1 | < 0.1% |
| (Missing) | 239999 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2 | |
| Other Punctuation | 1 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1 | |
| . | 1 | |
| 0 | 1 |
request_callback_on_instant_customer_support_cta_clicked
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 239998 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2 | < 0.1% |
| (Missing) | 239998 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4 | |
| Other Punctuation | 2 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 0 | 2 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2 | |
| . | 2 | |
| 0 | 2 |
shorts_entry_click
Categorical
High correlation Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 30.8% |
| Missing | 239987 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 | |
|---|---|
| 32.0 | 1 |
| 9.0 | 1 |
| 4.0 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0769231 |
| Min length | 3 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 23.1% |
Sample
| 1st row | 32.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 10 | < 0.1% |
| 32.0 | 1 | < 0.1% |
| 9.0 | 1 | < 0.1% |
| 4.0 | 1 | < 0.1% |
| (Missing) | 239987 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 10 | |
| 32.0 | 1 | 7.7% |
| 9.0 | 1 | 7.7% |
| 4.0 | 1 | 7.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 13 | |
| 0 | 13 | |
| 1 | 10 | |
| 3 | 1 | 2.5% |
| 2 | 1 | 2.5% |
| 9 | 1 | 2.5% |
| 4 | 1 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 27 | |
| Other Punctuation | 13 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 1 | 10 | |
| 3 | 1 | 3.7% |
| 2 | 1 | 3.7% |
| 9 | 1 | 3.7% |
| 4 | 1 | 3.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 13 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 40 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 13 | |
| 0 | 13 | |
| 1 | 10 | |
| 3 | 1 | 2.5% |
| 2 | 1 | 2.5% |
| 9 | 1 | 2.5% |
| 4 | 1 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 13 | |
| 0 | 13 | |
| 1 | 10 | |
| 3 | 1 | 2.5% |
| 2 | 1 | 2.5% |
| 9 | 1 | 2.5% |
| 4 | 1 | 2.5% |
social_referral_click
Categorical
High correlation Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 239995 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 | |
|---|---|
| 3.0 | |
| 2.0 | |
| 8.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 60.0% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 1.0 |
| 4th row | 8.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2 | < 0.1% |
| 3.0 | 1 | < 0.1% |
| 2.0 | 1 | < 0.1% |
| 8.0 | 1 | < 0.1% |
| (Missing) | 239995 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2 | |
| 3.0 | 1 | |
| 2.0 | 1 | |
| 8.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 5 | |
| 0 | 5 | |
| 1 | 2 | 13.3% |
| 3 | 1 | 6.7% |
| 2 | 1 | 6.7% |
| 8 | 1 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10 | |
| Other Punctuation | 5 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 2 | 20.0% |
| 3 | 1 | 10.0% |
| 2 | 1 | 10.0% |
| 8 | 1 | 10.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 15 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 5 | |
| 0 | 5 | |
| 1 | 2 | 13.3% |
| 3 | 1 | 6.7% |
| 2 | 1 | 6.7% |
| 8 | 1 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 5 | |
| 0 | 5 | |
| 1 | 2 | 13.3% |
| 3 | 1 | 6.7% |
| 2 | 1 | 6.7% |
| 8 | 1 | 6.7% |
specialisation_tab_clicked
Real number (ℝ)
High correlation Missing
| Distinct | 31 |
|---|---|
| Distinct (%) | 70.5% |
| Missing | 239956 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.295455 |
| Minimum | 1 |
|---|---|
| Maximum | 196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4.75 |
| median | 12 |
| Q3 | 58.75 |
| 95-th percentile | 110.95 |
| Maximum | 196 |
| Range | 195 |
| Interquartile range (IQR) | 54 |
Descriptive statistics
| Standard deviation | 45.447429 |
|---|---|
| Coefficient of variation (CV) | 1.2521521 |
| Kurtosis | 2.6926345 |
| Mean | 36.295455 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 1.6664448 |
| Sum | 1597 |
| Variance | 2065.4688 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 1 | 5 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| 4 | 3 | < 0.1% |
| 13 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 2 | 2 | < 0.1% |
| 88 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 98 | 1 | < 0.1% |
| Other values (21) | 21 | < 0.1% |
| (Missing) | 239956 |
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 3 | |
| 5 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 3 | |
| 9 | 3 | |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 196 | 1 | |
| 150 | 1 | |
| 112 | 1 | |
| 105 | 1 | |
| 102 | 1 | |
| 98 | 1 | |
| 88 | 1 | |
| 80 | 1 | |
| 75 | 1 | |
| 65 | 1 |
specializations
Categorical
High correlation Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 239996 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 | |
|---|---|
| 3.0 | |
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 50.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2 | < 0.1% |
| 3.0 | 1 | < 0.1% |
| 2.0 | 1 | < 0.1% |
| (Missing) | 239996 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2 | |
| 3.0 | 1 | |
| 2.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 2 | |
| 3 | 1 | 8.3% |
| 2 | 1 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8 | |
| Other Punctuation | 4 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1 | 2 | |
| 3 | 1 | 12.5% |
| 2 | 1 | 12.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 2 | |
| 3 | 1 | 8.3% |
| 2 | 1 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 1 | 2 | |
| 3 | 1 | 8.3% |
| 2 | 1 | 8.3% |
specilization_click
Real number (ℝ)
High correlation Missing
| Distinct | 6 |
|---|---|
| Distinct (%) | 85.7% |
| Missing | 239993 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2857143 |
| Minimum | 1 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.5 |
| median | 5 |
| Q3 | 7.5 |
| 95-th percentile | 11.8 |
| Maximum | 13 |
| Range | 12 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.4986771 |
|---|---|
| Coefficient of variation (CV) | 0.85110106 |
| Kurtosis | -0.24622173 |
| Mean | 5.2857143 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.81435706 |
| Sum | 37 |
| Variance | 20.238095 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| (Missing) | 239993 |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 2 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 9 | 1 | |
| 13 | 1 |
| Value | Count | Frequency (%) |
| 13 | 1 | |
| 9 | 1 | |
| 6 | 1 | |
| 5 | 1 | |
| 2 | 1 | |
| 1 | 2 |
syllabus
Real number (ℝ)
High correlation Missing
| Distinct | 10 |
|---|---|
| Distinct (%) | 34.5% |
| Missing | 239971 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0689655 |
| Minimum | 1 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 37 |
| Maximum | 50 |
| Range | 49 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 12.45257 |
|---|---|
| Coefficient of variation (CV) | 1.7615831 |
| Kurtosis | 5.8395134 |
| Mean | 7.0689655 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.5627208 |
| Sum | 205 |
| Variance | 155.0665 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 1 | 10 | < 0.1% |
| 2 | 7 | < 0.1% |
| 4 | 4 | < 0.1% |
| 3 | 2 | < 0.1% |
| 34 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| (Missing) | 239971 |
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 2 | 7 | |
| 3 | 2 | < 0.1% |
| 4 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 50 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 4 | 4 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 7 | |
| 1 | 10 |
syllabus_expand
Real number (ℝ)
High correlation Missing
| Distinct | 49 |
|---|---|
| Distinct (%) | 52.1% |
| Missing | 239906 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.446809 |
| Minimum | 1 |
|---|---|
| Maximum | 930 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 6 |
| Q3 | 71.5 |
| 95-th percentile | 390.85 |
| Maximum | 930 |
| Range | 929 |
| Interquartile range (IQR) | 69.5 |
Descriptive statistics
| Standard deviation | 188.41795 |
|---|---|
| Coefficient of variation (CV) | 2.2579408 |
| Kurtosis | 11.973591 |
| Mean | 83.446809 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 3.4202656 |
| Sum | 7844 |
| Variance | 35501.325 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 2 | 15 | < 0.1% |
| 1 | 11 | < 0.1% |
| 4 | 7 | < 0.1% |
| 3 | 6 | < 0.1% |
| 6 | 5 | < 0.1% |
| 5 | 4 | < 0.1% |
| 8 | 3 | < 0.1% |
| 11 | 2 | < 0.1% |
| 42 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| Other values (39) | 39 | < 0.1% |
| (Missing) | 239906 |
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 2 | 15 | |
| 3 | 6 | < 0.1% |
| 4 | 7 | |
| 5 | 4 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 3 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 930 | 1 | |
| 928 | 1 | |
| 887 | 1 | |
| 739 | 1 | |
| 450 | 1 | |
| 359 | 1 | |
| 309 | 1 | |
| 275 | 1 | |
| 254 | 1 | |
| 242 | 1 |
syllabus_submodule_expand
Real number (ℝ)
High correlation Missing
| Distinct | 21 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 239958 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.714286 |
| Minimum | 1 |
|---|---|
| Maximum | 457 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.25 |
| median | 5 |
| Q3 | 21 |
| 95-th percentile | 179.5 |
| Maximum | 457 |
| Range | 456 |
| Interquartile range (IQR) | 19.75 |
Descriptive statistics
| Standard deviation | 92.791738 |
|---|---|
| Coefficient of variation (CV) | 2.3364826 |
| Kurtosis | 12.419075 |
| Mean | 39.714286 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 3.4586107 |
| Sum | 1668 |
| Variance | 8610.3066 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1 | 11 | < 0.1% |
| 5 | 4 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 3 | < 0.1% |
| 14 | 2 | < 0.1% |
| 21 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| Other values (11) | 11 | < 0.1% |
| (Missing) | 239958 |
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 2 | 3 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 4 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 20 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 457 | 1 | |
| 357 | 1 | |
| 181 | 1 | |
| 151 | 1 | |
| 118 | 1 | |
| 60 | 1 | |
| 56 | 1 | |
| 52 | 1 | |
| 38 | 1 | |
| 22 | 1 |
tab_career_assistance
Real number (ℝ)
High correlation Missing
| Distinct | 9 |
|---|---|
| Distinct (%) | 36.0% |
| Missing | 239975 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.84 |
| Minimum | 1 |
|---|---|
| Maximum | 57 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 7 |
| 95-th percentile | 26.4 |
| Maximum | 57 |
| Range | 56 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 12.853923 |
|---|---|
| Coefficient of variation (CV) | 1.639531 |
| Kurtosis | 8.6169289 |
| Mean | 7.84 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.7836573 |
| Sum | 196 |
| Variance | 165.22333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 2 | 9 | < 0.1% |
| 1 | 6 | < 0.1% |
| 4 | 3 | < 0.1% |
| 24 | 2 | < 0.1% |
| 57 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| (Missing) | 239975 |
| Value | Count | Frequency (%) |
| 1 | 6 | |
| 2 | 9 | |
| 4 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 24 | 2 | < 0.1% |
| 27 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 57 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 24 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 4 | 3 | < 0.1% |
| 2 | 9 | |
| 1 | 6 |
tab_job_opportunities
Real number (ℝ)
High correlation Missing
| Distinct | 9 |
|---|---|
| Distinct (%) | 47.4% |
| Missing | 239981 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5789474 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 8 |
| 95-th percentile | 12.2 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.6941546 |
|---|---|
| Coefficient of variation (CV) | 1.0251602 |
| Kurtosis | -0.70220145 |
| Mean | 4.5789474 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.99553436 |
| Sum | 87 |
| Variance | 22.035088 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 1 | 8 | < 0.1% |
| 2 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| (Missing) | 239981 |
| Value | Count | Frequency (%) |
| 1 | 8 | |
| 2 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 2 | 3 | < 0.1% |
| 1 | 8 |
tab_student_support
Categorical
High correlation Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | 62.5% |
| Missing | 239992 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 6.0 | |
| 3.0 | |
| 8.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 37.5% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 6.0 |
| 3rd row | 1.0 |
| 4th row | 2.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 3 | < 0.1% |
| 2.0 | 2 | < 0.1% |
| 6.0 | 1 | < 0.1% |
| 3.0 | 1 | < 0.1% |
| 8.0 | 1 | < 0.1% |
| (Missing) | 239992 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 3 | |
| 2.0 | 2 | |
| 6.0 | 1 | 12.5% |
| 3.0 | 1 | 12.5% |
| 8.0 | 1 | 12.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 8 | |
| 0 | 8 | |
| 1 | 3 | 12.5% |
| 2 | 2 | 8.3% |
| 6 | 1 | 4.2% |
| 3 | 1 | 4.2% |
| 8 | 1 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 16 | |
| Other Punctuation | 8 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 3 | 18.8% |
| 2 | 2 | 12.5% |
| 6 | 1 | 6.2% |
| 3 | 1 | 6.2% |
| 8 | 1 | 6.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 24 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 8 | |
| 0 | 8 | |
| 1 | 3 | 12.5% |
| 2 | 2 | 8.3% |
| 6 | 1 | 4.2% |
| 3 | 1 | 4.2% |
| 8 | 1 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 8 | |
| 0 | 8 | |
| 1 | 3 | 12.5% |
| 2 | 2 | 8.3% |
| 6 | 1 | 4.2% |
| 3 | 1 | 4.2% |
| 8 | 1 | 4.2% |
view_programs_page
Categorical
High correlation Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | 41.7% |
| Missing | 239988 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 2.0 | |
|---|---|
| 3.0 | |
| 1.0 | |
| 4.0 | |
| 11.0 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0833333 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 16.7% |
Sample
| 1st row | 4.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 4 | < 0.1% |
| 3.0 | 3 | < 0.1% |
| 1.0 | 3 | < 0.1% |
| 4.0 | 1 | < 0.1% |
| 11.0 | 1 | < 0.1% |
| (Missing) | 239988 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 4 | |
| 3.0 | 3 | |
| 1.0 | 3 | |
| 4.0 | 1 | 8.3% |
| 11.0 | 1 | 8.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 12 | |
| 0 | 12 | |
| 1 | 5 | |
| 2 | 4 | 10.8% |
| 3 | 3 | 8.1% |
| 4 | 1 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25 | |
| Other Punctuation | 12 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 1 | 5 | |
| 2 | 4 | 16.0% |
| 3 | 3 | 12.0% |
| 4 | 1 | 4.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 12 | |
| 0 | 12 | |
| 1 | 5 | |
| 2 | 4 | 10.8% |
| 3 | 3 | 8.1% |
| 4 | 1 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 12 | |
| 0 | 12 | |
| 1 | 5 | |
| 2 | 4 | 10.8% |
| 3 | 3 | 8.1% |
| 4 | 1 | 2.7% |
whatsapp_chat_click
Categorical
High correlation Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 239975 |
| Missing (%) | > 99.9% |
| Memory size | 11.7 MiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | |
| 16.0 | 1 |
| 13.0 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.08 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 8.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 15 | < 0.1% |
| 2.0 | 5 | < 0.1% |
| 3.0 | 3 | < 0.1% |
| 16.0 | 1 | < 0.1% |
| 13.0 | 1 | < 0.1% |
| (Missing) | 239975 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 15 | |
| 2.0 | 5 | 20.0% |
| 3.0 | 3 | 12.0% |
| 16.0 | 1 | 4.0% |
| 13.0 | 1 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 25 | |
| 0 | 25 | |
| 1 | 17 | |
| 2 | 5 | 6.5% |
| 3 | 4 | 5.2% |
| 6 | 1 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 52 | |
| Other Punctuation | 25 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25 | |
| 1 | 17 | |
| 2 | 5 | 9.6% |
| 3 | 4 | 7.7% |
| 6 | 1 | 1.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 25 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 77 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 25 | |
| 0 | 25 | |
| 1 | 17 | |
| 2 | 5 | 6.5% |
| 3 | 4 | 5.2% |
| 6 | 1 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 77 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 25 | |
| 0 | 25 | |
| 1 | 17 | |
| 2 | 5 | 6.5% |
| 3 | 4 | 5.2% |
| 6 | 1 | 1.3% |
app_complete_flag
Categorical
High correlation Uniform
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.7 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 120000 | |
| 1 | 120000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 120000 | |
| 1 | 120000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 120000 | |
| 1 | 120000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 240000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 120000 | |
| 1 | 120000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 240000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 120000 | |
| 1 | 120000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 240000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 120000 | |
| 1 | 120000 |
Interactions
Correlations
| app_complete_flag | call_us_button_clicked | career_assistance | career_impact | careers | companies | download_button_clicked | emi_partner_click | emi_plans_clicked | fee_component_click | first_platform_c | first_utm_medium_c | hiring_partners | live_chat_button_clicked | placement_support | referred_lead | shorts_entry_click | social_referral_click | specialisation_tab_clicked | specializations | specilization_click | syllabus | syllabus_expand | syllabus_submodule_expand | tab_career_assistance | tab_job_opportunities | tab_student_support | total_leads_droppped | view_programs_page | whatsapp_chat_click | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| app_complete_flag | 1.000 | 1.000 | 0.707 | 0.000 | 0.397 | 1.000 | 0.215 | 0.260 | 0.193 | 0.000 | 0.435 | 0.376 | 0.000 | 0.000 | 0.000 | 0.168 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.267 | 0.000 | 0.381 | 0.252 | 0.292 | 0.024 | 0.000 | 0.352 |
| call_us_button_clicked | 1.000 | 1.000 | 0.000 | 0.000 | NaN | 0.000 | 1.000 | 1.000 | NaN | 0.000 | 1.000 | 1.000 | 0.000 | NaN | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| career_assistance | 0.707 | 0.000 | 1.000 | 1.000 | 1.000 | NaN | 0.707 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 1.000 | NaN | 0.000 | 1.000 | 0.000 | 0.000 | 0.707 | 0.000 | 0.000 | 1.000 | 0.000 | 0.707 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| career_impact | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | NaN | NaN | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| careers | 0.397 | NaN | 1.000 | 1.000 | 1.000 | 1.000 | -0.064 | 0.192 | 0.110 | 0.000 | 0.417 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | -0.103 | NaN | NaN | 0.081 | 0.196 | -0.095 | 0.154 | -0.127 | 0.866 | -0.041 | 0.000 | 0.000 |
| companies | 1.000 | 0.000 | NaN | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | NaN | NaN | 0.000 | 1.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| download_button_clicked | 0.215 | 1.000 | 0.707 | 0.000 | -0.064 | 1.000 | 1.000 | 0.506 | 0.685 | 1.000 | 0.180 | 0.068 | 0.431 | 0.000 | 1.000 | 0.000 | 0.000 | NaN | 0.318 | 1.000 | 0.632 | 0.444 | 0.719 | 0.590 | 0.143 | 0.170 | 0.481 | 0.632 | NaN | 0.632 |
| emi_partner_click | 0.260 | 1.000 | 0.000 | 1.000 | 0.192 | 1.000 | 0.506 | 1.000 | 0.679 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 1.000 | NaN | 0.602 | 1.000 | 0.400 | 0.304 | 0.725 | 0.288 | 0.700 | 0.593 | 0.481 | 0.675 | 1.000 | 0.415 |
| emi_plans_clicked | 0.193 | NaN | 1.000 | 0.000 | 0.110 | 1.000 | 0.685 | 0.679 | 1.000 | 1.000 | 0.191 | 0.000 | 0.204 | 0.000 | NaN | 0.000 | 0.000 | NaN | 0.521 | 1.000 | 0.316 | 0.248 | 0.848 | 0.356 | 0.542 | 0.558 | 0.000 | 0.735 | 1.000 | 1.000 |
| fee_component_click | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.333 | 0.333 | 0.000 | NaN | 0.000 | 0.000 | NaN | NaN | NaN | 0.000 | NaN | 0.000 | 1.000 | 1.000 | NaN | NaN | 0.000 | 0.816 | 0.000 | 1.000 |
| first_platform_c | 0.435 | 1.000 | 0.000 | 0.000 | 0.417 | 1.000 | 0.180 | 0.000 | 0.191 | 0.333 | 1.000 | 0.368 | 0.000 | 0.394 | 0.000 | 0.225 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.306 | 0.070 | 0.209 | 0.551 | 0.383 | 0.168 | 0.013 | 0.000 | 0.416 |
| first_utm_medium_c | 0.376 | 1.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.068 | 0.000 | 0.000 | 0.333 | 0.368 | 1.000 | 0.655 | 0.000 | 1.000 | 0.321 | 0.000 | 1.000 | 0.000 | 0.000 | 0.707 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.210 | 0.018 | 0.000 | 0.331 |
| hiring_partners | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | NaN | 0.431 | 0.000 | 0.204 | 0.000 | 0.000 | 0.655 | 1.000 | NaN | 0.000 | 1.000 | 0.000 | 0.000 | 0.632 | NaN | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.447 | 0.000 | 0.000 |
| live_chat_button_clicked | 0.000 | NaN | NaN | NaN | 0.000 | NaN | 0.000 | 0.000 | 0.000 | NaN | 0.394 | 0.000 | NaN | 1.000 | 0.000 | 1.000 | 0.000 | NaN | 0.000 | 0.000 | NaN | 1.000 | 0.000 | 0.692 | 0.000 | 0.000 | 1.000 | 0.251 | 0.000 | 1.000 |
| placement_support | 0.000 | 0.000 | 0.000 | NaN | 0.000 | 0.000 | 1.000 | 1.000 | NaN | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 1.000 | 0.000 | 1.000 | NaN | NaN | 0.000 | 0.000 | NaN | 0.000 |
| referred_lead | 0.168 | 1.000 | 1.000 | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.225 | 0.321 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.138 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.014 | 1.000 | 0.000 |
| shorts_entry_click | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | NaN | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | NaN | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | 0.000 |
| social_referral_click | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | NaN | NaN | NaN | 0.000 | 1.000 | 0.000 | NaN | 0.000 | 0.000 | NaN | 1.000 | NaN | 0.000 | NaN | NaN | NaN | 0.000 | NaN | 0.000 | 0.000 | 1.000 | NaN | 0.000 |
| specialisation_tab_clicked | 0.000 | 0.000 | 0.707 | 0.000 | -0.103 | 1.000 | 0.318 | 0.602 | 0.521 | NaN | 0.000 | 0.000 | 0.632 | 0.000 | 1.000 | 0.138 | 0.000 | NaN | 1.000 | 1.000 | NaN | -0.159 | 0.724 | 0.336 | 0.511 | 0.326 | 0.433 | 0.484 | NaN | 1.000 |
| specializations | 1.000 | 0.000 | 0.000 | 0.000 | NaN | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 | 1.000 | 0.000 | NaN | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.707 | 1.000 | NaN | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| specilization_click | 0.000 | 0.000 | 0.000 | 0.000 | NaN | 0.000 | 0.632 | 0.400 | 0.316 | NaN | 0.000 | 0.707 | 0.000 | NaN | 0.000 | 0.000 | 0.000 | NaN | NaN | 0.000 | 1.000 | NaN | 1.000 | -1.000 | NaN | NaN | 0.000 | 0.582 | 0.000 | 0.707 |
| syllabus | 0.000 | NaN | 1.000 | 0.000 | 0.081 | 1.000 | 0.444 | 0.304 | 0.248 | 0.000 | 0.306 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | NaN | -0.159 | 0.000 | NaN | 1.000 | 0.473 | -0.102 | -0.195 | 0.245 | 0.632 | 0.489 | 0.000 | NaN |
| syllabus_expand | 0.267 | 1.000 | 0.000 | 0.000 | 0.196 | 1.000 | 0.719 | 0.725 | 0.848 | 1.000 | 0.070 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | 0.724 | 0.707 | 1.000 | 0.473 | 1.000 | 0.655 | 0.617 | 0.787 | 0.000 | 0.618 | NaN | 0.707 |
| syllabus_submodule_expand | 0.000 | 0.000 | 0.707 | 0.000 | -0.095 | 1.000 | 0.590 | 0.288 | 0.356 | 1.000 | 0.209 | 0.000 | 0.000 | 0.692 | 1.000 | 0.000 | 0.000 | 0.000 | 0.336 | 1.000 | -1.000 | -0.102 | 0.655 | 1.000 | 0.453 | 0.510 | 0.577 | 0.343 | NaN | 1.000 |
| tab_career_assistance | 0.381 | 0.000 | 1.000 | 1.000 | 0.154 | 1.000 | 0.143 | 0.700 | 0.542 | NaN | 0.551 | 0.000 | 0.000 | 0.000 | NaN | 0.000 | 0.000 | NaN | 0.511 | NaN | NaN | -0.195 | 0.617 | 0.453 | 1.000 | 0.770 | 0.333 | 0.195 | NaN | 1.000 |
| tab_job_opportunities | 0.252 | 0.000 | 1.000 | 1.000 | -0.127 | 1.000 | 0.170 | 0.593 | 0.558 | NaN | 0.383 | 0.000 | 1.000 | 0.000 | NaN | 1.000 | 0.000 | 0.000 | 0.326 | 0.000 | NaN | 0.245 | 0.787 | 0.510 | 0.770 | 1.000 | 1.000 | 0.268 | NaN | NaN |
| tab_student_support | 0.292 | 0.000 | 1.000 | 1.000 | 0.866 | 0.000 | 0.481 | 0.481 | 0.000 | 0.000 | 0.168 | 0.210 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.433 | 0.000 | 0.000 | 0.632 | 0.000 | 0.577 | 0.333 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| total_leads_droppped | 0.024 | 1.000 | 0.000 | 0.000 | -0.041 | 1.000 | 0.632 | 0.675 | 0.735 | 0.816 | 0.013 | 0.018 | 0.447 | 0.251 | 0.000 | 0.014 | 0.000 | 1.000 | 0.484 | 1.000 | 0.582 | 0.489 | 0.618 | 0.343 | 0.195 | 0.268 | 0.000 | 1.000 | 0.000 | 0.705 |
| view_programs_page | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | 1.000 | NaN | NaN | NaN | 0.000 | 0.000 | 0.000 | NaN | NaN | NaN | NaN | 0.000 | 0.000 | 1.000 | 1.000 |
| whatsapp_chat_click | 0.352 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.632 | 0.415 | 1.000 | 1.000 | 0.416 | 0.331 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.707 | NaN | 0.707 | 1.000 | 1.000 | NaN | 0.000 | 0.705 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| created_date | city_mapped | first_platform_c | first_utm_medium_c | first_utm_source_c | total_leads_droppped | referred_lead | 1_on_1_industry_mentorship | call_us_button_clicked | career_assistance | career_coach | career_impact | careers | chat_clicked | companies | download_button_clicked | download_syllabus | emi_partner_click | emi_plans_clicked | fee_component_click | hiring_partners | homepage_upgrad_support_number_clicked | industry_projects_case_studies | live_chat_button_clicked | payment_amount_toggle_mover | placement_support | placement_support_banner_tab_clicked | program_structure | programme_curriculum | programme_faculty | request_callback_on_instant_customer_support_cta_clicked | shorts_entry_click | social_referral_click | specialisation_tab_clicked | specializations | specilization_click | syllabus | syllabus_expand | syllabus_submodule_expand | tab_career_assistance | tab_job_opportunities | tab_student_support | view_programs_page | whatsapp_chat_click | app_complete_flag | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2021-08-13 10:44:09 | mumbai | Level0 | Level0 | Level0 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 1 | 2021-11-04 06:34:10 | ncr | Level1 | Level1 | Level1 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 2 | 2021-07-29 14:01:00 | meerut | Level0 | Level2 | Level2 | 2.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 3 | 2021-12-01 13:21:54 | ncr | Level1 | Level3 | Level3 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 4 | 2021-12-10 07:22:51 | ahmedabad | Level2 | Level2 | Level2 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 5 | 2022-01-19 11:46:52 | mumbai | Level0 | Level0 | Level0 | 2.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 6 | 2021-08-03 05:21:45 | imphal | Level3 | Level0 | Level0 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 7 | 2021-08-20 10:01:54 | kanpur | Level0 | Level4 | Level2 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 8 | 2021-08-23 05:54:58 | hyderabad | Level0 | Level4 | Level2 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 9 | 2021-08-18 15:33:52 | himachal pradesh | Level1 | Level5 | Level4 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| created_date | city_mapped | first_platform_c | first_utm_medium_c | first_utm_source_c | total_leads_droppped | referred_lead | 1_on_1_industry_mentorship | call_us_button_clicked | career_assistance | career_coach | career_impact | careers | chat_clicked | companies | download_button_clicked | download_syllabus | emi_partner_click | emi_plans_clicked | fee_component_click | hiring_partners | homepage_upgrad_support_number_clicked | industry_projects_case_studies | live_chat_button_clicked | payment_amount_toggle_mover | placement_support | placement_support_banner_tab_clicked | program_structure | programme_curriculum | programme_faculty | request_callback_on_instant_customer_support_cta_clicked | shorts_entry_click | social_referral_click | specialisation_tab_clicked | specializations | specilization_click | syllabus | syllabus_expand | syllabus_submodule_expand | tab_career_assistance | tab_job_opportunities | tab_student_support | view_programs_page | whatsapp_chat_click | app_complete_flag | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 239990 | 2021-12-24 10:26:15 | pune | Level0 | Level6 | Level7 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 |
| 239991 | 2021-11-27 05:43:52 | mangalore | Level0 | Level8 | Level2 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 |
| 239992 | 2021-08-06 16:54:08 | bhopal | Level3 | Level0 | Level0 | 5.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 |
| 239993 | 2021-08-03 14:36:03 | cairo | Level0 | Level6 | Level7 | 3.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 |
| 239994 | 2022-01-02 14:01:03 | ncr | Level0 | Level9 | Level2 | 2.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 |
| 239995 | 2021-08-12 10:41:15 | kolkata | Level0 | Level9 | Level2 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 |
| 239996 | 2021-11-29 06:16:01 | deesa | Level3 | Level33 | Level16 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 |
| 239997 | 2021-08-07 07:27:07 | hyderabad | Level3 | Level3 | Level23 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 |
| 239998 | 2022-01-24 07:44:32 | pune | Level8 | Level20 | Level14 | 3.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 |
| 239999 | 2021-12-23 17:49:16 | surat | Level0 | Level12 | Level9 | 2.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 |
Duplicate rows
Most frequently occurring
| created_date | city_mapped | first_platform_c | first_utm_medium_c | first_utm_source_c | total_leads_droppped | referred_lead | call_us_button_clicked | career_assistance | career_impact | careers | companies | download_button_clicked | emi_partner_click | emi_plans_clicked | fee_component_click | hiring_partners | live_chat_button_clicked | placement_support | placement_support_banner_tab_clicked | programme_curriculum | programme_faculty | request_callback_on_instant_customer_support_cta_clicked | shorts_entry_click | social_referral_click | specialisation_tab_clicked | specializations | specilization_click | syllabus | syllabus_expand | syllabus_submodule_expand | tab_career_assistance | tab_job_opportunities | tab_student_support | view_programs_page | whatsapp_chat_click | app_complete_flag | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 390 | 2021-12-14 04:55:05 | vijayawada | Level12 | Level0 | Level0 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 10 |
| 474 | 2022-01-05 09:34:36 | bengaluru | Level11 | Level17 | Level6 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 4 |
| 562 | 2022-01-20 08:46:25 | bengaluru | Level11 | Level17 | Level6 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 4 |
| 6 | 2021-07-10 17:12:38 | ncr | Level1 | Level3 | Level11 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 3 |
| 9 | 2021-07-12 12:36:37 | NaN | Level13 | Level3 | Level13 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 3 |
| 11 | 2021-07-13 16:32:17 | NaN | Level1 | Level24 | Level4 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 3 |
| 21 | 2021-07-16 11:23:49 | ncr | Level1 | Level13 | Level11 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 3 |
| 32 | 2021-07-19 05:31:58 | NaN | Level1 | Level19 | Level4 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 3 |
| 47 | 2021-07-21 16:17:39 | coimbatore | Level5 | Level35 | Level6 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 3 |
| 92 | 2021-07-29 16:25:45 | coimbatore | Level5 | Level10 | Level6 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 3 |